A large Pentagon order for nuclear submarines last month helped offset a broader drop in demand for big-ticket factory goods, the latest turbulence for the U.S. economy as it tries to pull out of its winter dive.

April's softness, shown in a report Tuesday from the Commerce Department, raises fresh doubts about whether the economy is ready to break out of its postrecession rut of sluggish growth. But a broad surge in durable-goods...